Cuixia Ma

13 papers · 2019–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint

🤝 Dynamic Duo (13) 🌈 Renaissance Researcher (5) 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🗃️ Keyword Collector (65)

Venues

AAAI (5) CVPR (3) ICCV (3) ECCV (1) IJCAI (1)

Top co-authors

Xiaoming Deng (13) Hongan Wang (12) Yinda Zhang (6) Yong-jin Liu (6) Yu-Kun Lai (4) Haoxiang Hu (4) Jian Cheng (3) Chenyu Meng (3) Ping Tan (3) Fang Liu (3)

Research topics

Computer Vision (11) Analysis (9) Artificial Intelligence (5) Deep Learning (5) Machine Learning (5) Core AI (5) Generation (5) Models (4) Robotics (3) Learning Types (3) Capabilities (2) Computer Science (1) Natural Language Processing (1) Application Areas (1) Applications (1)

Keywords

3d vision (3) pose estimation (3) diffusion model (3) sketch completion (2) hand pose estimation (2) hand-object interaction (2) image retrieval (2) motion synthesis (1) depth estimation (1) image segmentation (1) question answering (1) data augmentation (1) human-object interaction (1) scene understanding (1) human motion synthesis (1) attention mechanism (1) neural rendering (1) dense correspondence (1) sketch recognition (1) joint learning (1)

Papers

Diagram2Structure: Unlocking LLMs' Diagram Comprehension through DiagramDiff, a Framework for Structuring Offline Diagrams CVPR 2026 SketchRevive: Fine-Grained Pixel-to-Vector Sketch Completion with Diffusion-Prior-Guided Multimodal LLMs CVPR 2026 DiffGrasp: Whole-Body Grasping Synthesis Guided by Object Motion Using a Diffusion Model AAAI 2025 HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation AAAI 2025 Universal Features Guided Zero-Shot Category-Level Object Pose Estimation AAAI 2025 SceneDiff: Generative Scene-Level Image Retrieval with Text and Sketch Using Diffusion Models IJCAI 2024 SpaceGTN: A Time-Agnostic Graph Transformer Network for Handwritten Diagram Recognition and Segmentation AAAI 2024 Novel-View Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views ICCV 2023 Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable Objects ICCV 2023 Efficient Virtual View Selection for 3D Hand Pose Estimation AAAI 2022 Interacting Two-Hand 3D Pose and Shape Reconstruction From Single Color Image ICCV 2021 SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches ECCV 2020 SketchGAN: Joint Sketch Completion and Recognition With Generative Adversarial Network CVPR 2019